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Issue title: 3rd International Conference on Bioinformatics of Genome Regulation and Structure (BGRS 2002), June 2002, Novosibirsk, Russia
Article type: Research Article
Authors: Lockwood, Christopher R. | Frayling, Timothy M.
Affiliations: Department of Diabetes and Vascular Medicine, Peninsular Medical School,University of Exeter, Barrack Rd, Exeter EX2 5AX, UK. Tel.: +44 798 910 7381; Fax: +44 1392 403027, E-mail: [email protected], [email protected]
Note: [] Corresponding author
Abstract: The identification of regulatory elements in silico is an important method for inferring function from sequence data, but it is uncertain which methods are best. We used a novel combination of expression data from a TCF1 knockout mouse (TCF1 codes for the transcription factor HNF1α), and human and mouse genome sequences, to search 2kb upstream of 28 genes downregulated in TCF1 null mice compared to wild type mice. We wrote software (http://www.BindGene.org) to search for and assign p-values to potential binding sites. This identified 8 genes as candidates for being directly regulated by HNF1α: LIPC, CRP, F13B, PRODH2, HSD17B2, SCL7A9, SLC16A7, PAH. There was evidence for conservation between human and mouse for all these regions identified as containing putative binding sites. For three of the genes identified there was experimental evidence for an HNF1α binding site. For comparison we also examined 25 genes up-regulated in TCF1 null mice; only one gene was selected and there was little evidence for conservation of this putative binding site between human and mouse. This result was consistent with HNF1α being a gene transcription activator. Another 6 up-regulated genes had unexpectedly high p-values, suggesting that possibly HNF1α sites have been suppressed from these genes. In conclusion, gene expression data from transgenic animals lacking a transcription factor can be used to identify DNA binding sites for that factor.
Keywords: HNF1, transcription factor, binding site, knockout mouse, expression data, positional weight matrix, PWM
Journal: In Silico Biology, vol. 3, no. 1-2, pp. 57-70, 2003
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